regression

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 8251–8300 of 9424 papers

Title	Date	Tasks	Status	Hype
Fast, Dense Feature SDM on an iPhone	Dec 16, 2016	regression	—Unverified	0
Predictability Hidden by Anomalous Observations	Dec 15, 2016	regression	—Unverified	0
Projected Regression Methods for Inverting Fredholm Integrals: Formalism and Application to Analytical Continuation	Dec 15, 2016	BIG-bench Machine Learningregression	—Unverified	0
Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression	Dec 15, 2016	regressionSymbolic Regression	—Unverified	0
Online Reinforcement Learning for Real-Time Exploration in Continuous State and Action Markov Decision Processes	Dec 12, 2016	regressionReinforcement Learning	—Unverified	0
Real-time eSports Match Result Prediction	Dec 10, 2016	AttributeDota 2	CodeCode Available	0
Generalized Deep Image to Image Regression	Dec 10, 2016	ColorizationDenoising	CodeCode Available	0
An Empirical Study of ADMM for Nonconvex Problems	Dec 10, 2016	DenoisingImage Denoising	—Unverified	0
Knowledge Elicitation via Sequential Probabilistic Inference for High-Dimensional Prediction	Dec 10, 2016	Predictionregression	CodeCode Available	0
Towards deep learning with spiking neurons in energy based models with contrastive Hebbian plasticity	Dec 9, 2016	Deep LearningGeneral Classification	—Unverified	0
Robust mixture of experts modeling using the t distribution	Dec 9, 2016	ClusteringMixture-of-Experts	—Unverified	0
Robust mixture of experts modeling using the skew t distribution	Dec 9, 2016	ClusteringMixture-of-Experts	—Unverified	0
Progressive Tree-like Curvilinear Structure Reconstruction with Structured Ranking Learning and Graph Algorithm	Dec 8, 2016	regression	—Unverified	0
Interactive Prior Elicitation of Feature Similarities for Small Sample Size Prediction	Dec 8, 2016	Predictionregression	—Unverified	0
A Communication-Efficient Parallel Method for Group-Lasso	Dec 7, 2016	regression	—Unverified	0
A Functional Regression approach to Facial Landmark Tracking	Dec 7, 2016	Face DetectionIncremental Learning	—Unverified	0
Support vector regression model for BigData systems	Dec 5, 2016	Cloud Computingmodel	—Unverified	0
Improving the Performance of Neural Networks in Regression Tasks Using Drawering	Dec 5, 2016	regression	—Unverified	0
Highly Efficient Regression for Scalable Person Re-Identification	Dec 5, 2016	Active LearningPerson Re-Identification	—Unverified	0
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles	Dec 5, 2016	Image Classificationregression	VerifiedCommunity Verified — 1 reproduction	2
DenseReg: Fully Convolutional Dense Shape Regression In-the-Wild	Dec 4, 2016	regressionSemantic Segmentation	—Unverified	0
RecSys Challenge 2016: job recommendations based on preselection of offers and gradient boosting	Dec 3, 2016	regression	—Unverified	0
A temporal model for multiple sclerosis course evolution	Dec 2, 2016	Binary ClassificationGeneral Classification	—Unverified	0
Voxelwise nonlinear regression toolbox for neuroimage analysis: Application to aging and neurodegenerative disease modeling	Dec 2, 2016	regression	CodeCode Available	0
Probing the Compositionality of Intuitive Functions	Dec 1, 2016	regression	—Unverified	0
Error Analysis of Generalized Nyström Kernel Regression	Dec 1, 2016	Computational Efficiencyregression	—Unverified	0
Blind Regression: Nonparametric Regression for Latent Variable Models via Collaborative Filtering	Dec 1, 2016	Collaborative FilteringMatrix Completion	—Unverified	0
Feature-distributed sparse regression: a screen-and-clean approach	Dec 1, 2016	Distributed Computingregression	—Unverified	0
Structured Sparse Regression via Greedy Hard Thresholding	Dec 1, 2016	regression	—Unverified	0
Mixed Linear Regression with Multiple Components	Dec 1, 2016	Clusteringregression	—Unverified	0
The Limits of Learning with Missing Data	Dec 1, 2016	AttributeGeneral Classification	—Unverified	0
Low-Rank Regression with Tensor Responses	Dec 1, 2016	regression	—Unverified	0
Greedy Feature Construction	Dec 1, 2016	regression	—Unverified	0
Incremental Variational Sparse Gaussian Process Regression	Dec 1, 2016	GPRIncremental Learning	—Unverified	0
Joint quantile regression in vector-valued RKHSs	Dec 1, 2016	Multi-Task Learningquantile regression	—Unverified	0
A Bandit Framework for Strategic Regression	Dec 1, 2016	regression	—Unverified	0
Predictability of Distributional Semantics in Derivational Word Formation	Dec 1, 2016	Machine Translationregression	—Unverified	0
Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization	Dec 1, 2016	ChunkingQuantization	—Unverified	0
Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries	Dec 1, 2016	Document RankingInformation Retrieval	—Unverified	0
Modeling Discourse Segments in Lyrics Using Repeated Patterns	Dec 1, 2016	regression	—Unverified	0
A Redundancy-Aware Sentence Regression Framework for Extractive Summarization	Dec 1, 2016	Document SummarizationExtractive Summarization	—Unverified	0
CogALex-V Shared Task: GHHH - Detecting Semantic Relations via Word Embeddings	Dec 1, 2016	Binary ClassificationGeneral Classification	—Unverified	0
Vanilla Classifiers for Distinguishing between Similar Languages	Dec 1, 2016	Information RetrievalLanguage Identification	—Unverified	0
Discriminating between Similar Languages and Arabic Dialect Identification: A Report on the Third DSL Shared Task	Dec 1, 2016	Dialect IdentificationGeneral Classification	—Unverified	0
Japanese Lexical Simplification for Non-Native Speakers	Dec 1, 2016	Embeddings EvaluationLanguage Modeling	—Unverified	0
Social and linguistic behavior and its correlation to trait empathy	Dec 1, 2016	regression	—Unverified	0
The GW/LT3 VarDial 2016 Shared Task System for Dialects and Similar Languages Detection	Dec 1, 2016	Feature Engineeringregression	—Unverified	0
Exploration of register-dependent lexical semantics using word embeddings	Dec 1, 2016	General Classificationregression	CodeCode Available	0
Temporal Lobes as Combinatory Engines for both Form and Meaning	Dec 1, 2016	Formregression	—Unverified	0
A Recurrent and Compositional Model for Personality Trait Recognition from Short Texts	Dec 1, 2016	Feature EngineeringPart-Of-Speech Tagging	—Unverified	0

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All datasets California Housing Prices Concrete Compressive Strength Medical Cost Personal Dataset Synthetic: y = x * sin x ADORE Car_Price_Prediction

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.79	—	Unverified
2	Baseline Regression	R2 Score	0.58	—	Unverified
3	Mimic / Surrogate	R2 Score	0.57	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.86	—	Unverified
2	Baseline Regression	R2 Score	0.59	—	Unverified
3	Mimic / Surrogate	R2 Score	0.58	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.87	—	Unverified
2	Baseline Regression	R2 Score	0.78	—	Unverified
3	Mimic / Surrogate	R2 Score	0.78	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Neural Network	R2 Score	0.98	—	Unverified
2	Baseline Regression	R2 Score	-0.01	—	Unverified
3	Mimic / Surrogate	R2 Score	-0.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	XGBoost-MACCS	micro-averaged RMSE	0.93	—	Unverified
2	RF-ToxPrint	chemical macro-average RMSE	0.85	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Linear and Decision Tree Regression	R Squared	86.84	—	Unverified